most citedEfficient Hardware Acceleration of Sparsely Active Convolutional Spiking Neural Networks

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cs.AR2022★ 34 cited

Efficient Hardware Acceleration of Sparsely Active Convolutional Spiking Neural Networks

Jan Sommer, M. Akif Özkan, Oliver Keszocze +1

Spiking Neural Networks (SNNs) compute in an event-based matter to achieve a more efficient computation than standard Neural Networks. In SNNs, neuronal outputs (i.e. activations)…